{
  "@context": {
    "ml": "http://mlcommons.org/croissant/",
    "schema": "https://schema.org/",
    "sc": "https://schema.org/",
    "codesense": "https://codesense-bench.github.io/schema/"
  },
  "@type": "schema:Dataset",
  "schema:name": "CodeSense-Bench-statement_prediction_dataset_python",
  "schema:description": "Dataset containing five type of statements to benchmark LLMs reason about different type of statement executions.",
  "schema:license": "CC-BY-4.0",
  "schema:url": "https://huggingface.co/datasets/codesense-bench/codesense/blob/main/Task%20Specific%20Datasets/statement_prediction_dataset_python.jsonl",
  "schema:creator": {
    "@type": "schema:Organization",
    "schema:name": "CodeSense Research Team"
  },
  "schema:distribution": [
    {
      "@type": "schema:FileObject",
      "schema:contentUrl": "https://huggingface.co/datasets/codesense-bench/codesense/resolve/main/Task%20Specific%20Datasets/statement_prediction_dataset_python.jsonl",
      "schema:encodingFormat": "application/jsonl",
      "schema:name": "statement_prediction_dataset_python",
      "schema:sha256": "1fe6432f2cf154d6d19eee63fc43a77db018d400968464187c8683c0e11e3e11"
    }
  ],
  "recordSet": [
    {
      "name": "statement_prediction_dataset_python",
      "description": "Annotated Python programs containing information for different statement type reaasoning.",
      "field": [
        {
          "name": "Programming Language",
          "dataType": "sc:Text",
          "description": "Programming language of the Source Code"
        },
        {
          "name": "Statement Type",
          "dataType": "sc:Text",
          "description": "Type of the Selected Statement"
        },
        {
          "name": "Source Code",
          "dataType": "sc:Text",
          "description": "Code snippet used for benchmarking"
        },
        {
          "name": "Selected Statement",
          "dataType": "sc:Text",
          "description": "The statment selected from Source Code for quering the LLMs."
        },
        {
          "name": "Function Input",
          "dataType": "sc:StructuredValue",
          "description": "Input of Source Code"
        },
        {
          "name": "Variable Values Before Statement",
          "dataType": "sc:StructuredValue",
          "description": "Variable values before the execution of the statement."
        },
        {
          "name": "Value After Statement Execution",
          "dataType": "sc:Text",
          "description": "Ground Truth. Contains the value of the statement after execution."
        },
        {
          "name": "Variable States During Runtime",
          "dataType": "sc:StructuredValue",
          "description": "All the variable states with line number during the runtime of the program."
        },
        {
          "name": "Program Information",
          "dataType": "sc:Text",
          "description": "Source Codes project information."
        },
        {
          "name": "idx",
          "dataType": "sc:Integer",
          "description": "Unique identifier for each record in the dataset"
        }
      ]
    }
  ]
}